Related Experiment Video
Updated: Jun 26, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Integrated structure-based and systems-level identification of PDE9A inhibitors for heart failure with preserved
Xiaoyan Lei1, Rujie Wang2, Yongmei Li3
1Department of Cardiology, Chongqing People's Hospital, Yuzhong District, Chongqing, China.
Background:
Heart failure with preserved ejection fraction (HFpEF) is a complex and increasingly prevalent cardiovascular disorder with limited effective therapeutic options. Dysregulation of cyclic guanosine monophosphate (cGMP) signaling has been implicated in its pathophysiology. Phosphodiesterase 9A (PDE9A), a cGMP-specific enzyme, has emerged as a potential therapeutic target due to its role in nitric oxide-independent signaling pathways associated with myocardial dysfunction.
Methods:
This study employed an integrated computational framework combining multi-conformational docking, pharmacophore modeling, pharmacophore validation using active-decoy screening, molecular dynamics simulations, and systems-level analyses to identify potential PDE9A inhibitors. Three crystal structures of PDE9A (4GH6, 4Y87, and 6LZZ) were analyzed for physicochemical properties, structural validation, and binding site prediction. Pharmacophore-guided virtual screening of PubChem-derived compounds was followed by active-decoy validation, ADMET evaluation, molecular docking, redocking validation, protein-ligand interaction analysis, and 500 ns molecular dynamics simulations.
Results:
Several compounds demonstrated favorable binding affinities and pharmacokinetic profiles. Among them, EVPMO-PurHD exhibited the strongest binding affinity (- 10.1 kcal/mol) and suggested stable interaction behavior during the equilibrated phase of the simulation, following an initial conformational adjustment period, as indicated by RMSD stabilization and sustained intermolecular interaction.
Conclusion:
The findings indicate that the identified compounds represent promising computationally predicted candidates for PDE9A inhibition, supported by favorable binding affinity, stability, and pharmacokinetic profiles. However, further experimental validation through biochemical and in vitro/in vivo studies is required to confirm their therapeutic potential.
Related Concept Videos
Heart Failure IV: Classification and Diagnostic Evaluation
Heart Failure Drugs: Inhibitors of Renin-Angiotensin System
Heart Failure V: Medical Management
Heart Failure II: Pathophysiology
Cardiomyopathy II: Dilated Cardiomyopathy
Pathophysiology of Heart Failure
